Deep Learning for Doppler Echocardiography from limited labeled data

Sidhom, Mary-Joy


  • Aortic Stenosis (AS) is a common cardiovascular disease that deteriorates the cardiac valves by causing the valve to narrow, reducing or blocking blood flow to the heart. When treated this disease has a low mortality rate; the problem is that it's difficult to diagnose in its early stages. Thus, the Hughes Lab, in collaboration with cardiologist Dr. Benjamin Wessler, set out to diagnose AS using ... read more
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